emem Compare Bands API

The Compare Bands API from emem — 1 operation(s) for compare bands.

Operations 1

POST /v1/compare_bands per-band diff at one cell: scalar delta or vector cosine between band A and… #

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API
curl "https://apis.io/api/v1/apis/emem-dev-compare-bands-api"
All apis
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

emem-dev-compare-bands-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  description: emem is shared memory for AI agents working together in the real world.
  license:
    name: Apache-2.0
  title: emem Compare Bands API
  version: 2.4.0
  x-emem-surface-asymmetry:
    memory_notes: MCP only
    reach_them_at: POST /mcp, method tools/call
    read_side_is_here:
    - /v1/memory/search
    - /v1/memory/sse
    - /memories/{path}
    tools:
    - emem_memory_create
    - emem_memory_view
    - emem_memory_delete
    - emem_memory_rename
    - emem_memory_str_replace
    - emem_memory_supersede
    why_not_here: These write the agent correspondence plane, which is prose and untrusted-by-declaration. It is deliberately not part of the REST fact surface, and the two planes are kept apart rather than merged for convenience.
servers:
- description: Hosted instance (HTTPS-only)
  url: https://emem.dev
tags:
- name: Compare Bands
paths:
  /v1/compare_bands:
    post:
      description: 'Compare two bands at the same cell. Scalar pair → metric=delta, value=b-a. Vector pair (equal dim) → metric=cosine + per-dim delta. Returns a signed receipt naming both source fact CIDs.


        When to use: Call when the user wants cross-source consistency at one place (''does Cop-DEM agree with GMRT here?''), cross-vintage drift (''how did the embedding change between 2017 and 2024 at this cell?''), or any band-vs-band comparison within a single cell. `cell` + `a` + `b` are required. `tslot_a`/`tslot_b` are OPTIONAL: omit them to let the responder auto-pick each band''s latest attested tslot, required for medium/fast-tempo bands (NDVI 30-day, MODIS 8-day, weather, CAMS) where there is no fact at tslot=0. The response carries `tslot_resolution` (echoes what was chosen and why) and `bands_with_no_history` (lists any band the cell has no attested fact for).'
      operationId: emem_compare_bands
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CompareBandsReq'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CompareBandsResp'
          description: ok
        default:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
          description: 'error, the emem.error.v1 envelope. Branch on the stable `code` (see GET /v1/errors), not the message. A malformed or missing-field request body returns `code: invalid_argument` with the offending field named in `message`.'
      summary: 'per-band diff at one cell: scalar delta or vector cosine between band A and…'
      tags:
      - Compare Bands
components:
  schemas:
    Cost:
      description: 'Self-declared cost block on every receipt. Honest accounting: latencies are observed, freshness is the age of the stalest source cited (null when undatable, never 0 as a stand-in), `was_cached` is true when the hot cache served the read.'
      properties:
        credits:
          description: Conceptual cost units; 0 for L0/L1 read endpoints on the hosted responder.
          type: number
        latency_p50_ms:
          type: number
        latency_p99_ms:
          type: number
        source_freshness_s:
          description: 'Age of the STALEST source this response cites: now minus the earliest captured_at across the returned facts'' sources. null when nothing in the response carries a dated source, which is the honest answer for a primitive that reads no observation. Was a hardcoded 0 until 2026-08-05, so a 2021 DEM tile reported as 0 s old; a null here means unknown, never fresh.'
          type:
          - integer
          - 'null'
        was_cached:
          type: boolean
      type: object
    ErrorEnvelope:
      description: The `emem.error.v1` failure envelope returned by every endpoint on a 4xx/5xx. Branch on the stable `code` (not the human `message`). See GET /v1/errors for the full code catalog.
      properties:
        code:
          description: Stable machine-readable error code. One of the codes in GET /v1/errors.
          example: invalid_argument
          type: string
        details:
          description: Optional structured recovery hints; present on errors that ship machine-readable next-steps.
          type: object
        message:
          description: Human-readable detail. For invalid_argument this names the offending field (e.g. "missing field `q`").
          type: string
        path:
          description: Request path that produced the error.
          example: /v1/ask
          type: string
        schema:
          const: emem.error.v1
          type: string
      required:
      - code
      - message
      - schema
      type: object
    PubKey:
      description: Ed25519 32-byte public key, base32-nopad-lowercase encoded (52 chars). Returned in receipts and `/.well-known/emem.json`.
      example: 777er3yihgifqmv5hmc2wwmyszgddzderzhsx6rex4yoakwomvka
      type: string
    Cell64:
      description: 'cell64 wire form: four base-65,536 bigrams separated by dots, e.g. `defi.zb4d9.pefa.zf619`. Encoded resolution is ~9.55 m at the equator. Each bigram is either a CVCV quad, consonant `[bcdfghjklmnpqrstvwxyz]` followed by vowel `[aeiouAEIOU]` repeated twice, OR a synthetic 5-char `z[0-9a-f]{4}` slot used for the unused pad cells in the 65,536-entry alphabet. The regex pin matches `pattern` below byte-for-byte and is also surfaced under `Cell64Pattern` so agents can validate before sending.'
      example: defi.zb4d9.pefa.zf619
      maxLength: 23
      minLength: 19
      pattern: ^(?:(?:[bcdfghjklmnpqrstvwxyz][aeiouAEIOU]){2}|z[0-9a-f]{4})(?:\.(?:(?:[bcdfghjklmnpqrstvwxyz][aeiouAEIOU]){2}|z[0-9a-f]{4})){3}$
      type: string
    CompareBandsResp:
      description: Response of /v1/compare_bands. Numeric delta + percent change for scalar pairs; cosine + L2 for vector pairs. `predicate_verdict` is present when a consistency predicate was passed.
      properties:
        cosine:
          type: number
        delta:
          type: number
        l2:
          type: number
        percent_change:
          type: number
        predicate_verdict:
          properties:
            holds:
              type: boolean
            kind:
              type: string
            threshold:
              type: number
          type: object
        receipt:
          $ref: '#/components/schemas/Receipt'
      required:
      - delta
      - receipt
      type: object
    FactCid:
      description: 'Content id of a fact: base32-nopad-lowercase encoding of `blake3(canonical_cbor(fact))`, the FULL 32-byte digest with no truncation. Always 52 characters, alphabet `[a-z2-7]`. A cid of any other length is a damaged citation, not a shorter address: /v1/memory_token/resolve rejects it as `fact_cid_malformed_length` rather than guessing. Note that `entity_cid` and `bundle_cid` are NOT this shape; both truncate to 16 bytes (26 characters) and hash an identity anchor or a citation list rather than a complete body.'
      example: qtv2bco56qw4pmlohk56dotoxyl3atmnjpmzrijj2kazw2mj57oq
      maxLength: 52
      minLength: 52
      pattern: ^[a-z2-7]{52}$
      type: string
    CompareBandsReq:
      description: 'Body for POST /v1/compare_bands. Compares two bands at the same cell. Returns scalar delta + percent change for scalar pairs, cosine + L2 for vector pairs. The vector arm requires `a == b` with different tslots (one band across two vintages), because no two bands share a vector space: `clay_v1` and `prithvi_eo2` are both 384-D but encode different chips at different receptive fields, so a cosine between them is meaningless and is refused with a 400 rather than served. Optional `predicate` folds a consistency check (e.g. "DEM and GMRT agree within 200 m") into a signed verdict.'
      properties:
        a:
          description: Band A key, e.g. 'copdem30m.elevation_mean'. For a vector cosine this must equal `b` (same band, two tslots).
          type: string
        b:
          description: Band B key, e.g. 'gmrt.elevation_mean'. For a vector cosine this must equal `a`.
          type: string
        cell:
          description: cell64 string. `cell64` accepted as alias.
          type: string
        predicate:
          description: 'Optional consistency predicate. Tagged enum: {kind: ''abs_diff_le''|''abs_diff_lt''|''cosine_ge''|''cosine_gt''|''l2_distance_le'', threshold: number}.'
          properties:
            kind:
              enum:
              - abs_diff_le
              - abs_diff_lt
              - cosine_ge
              - cosine_gt
              - l2_distance_le
              type: string
            threshold:
              type: number
          required:
          - kind
          - threshold
          type: object
        tslot_a:
          description: Optional tslot pin for band A. When omitted, the responder picks the latest tslot with an attested fact for band A at this cell.
          type: integer
        tslot_b:
          description: Optional tslot pin for band B. Same semantics as `tslot_a`.
          type: integer
      required:
      - cell
      - a
      - b
      type: object
    Receipt:
      description: 'Ed25519-signed receipt. The browser-side verifier at /verify reconstructs the preimage from the receipt fields alone, no callback to the issuer. **A receipt is byte-for-byte or nothing.** Current receipts carry `preimage_version: 2`, whose preimage binds request_id, served_at, primitive, cells, fact_cids AND, when present, the scope / as_of / edges / source_versions / field digests and the `merkle_proof` segment. Reshaping a receipt — dropping a field an SDK considers redundant, re-keying it, summarising it, round-tripping it through a lossy model — invalidates the signature BY DESIGN, and the result is indistinguishable on the wire from tampering. Store and forward the responder''s exact bytes. POST /v1/verify_receipt names which of the two it is where it can prove the difference (`reason: receipt_reshaped_after_signing` with a `failure_detail`). What is NOT signed: the caller''s `place`/`q` string, raw `lat`/`lng`, requested `bands[]`, requested `tslot`, and `intent` — a wrong-place geocode produces a valid signature for the wrong cell. Branch on /v1/locate `selected.is_high_confidence` before trusting place-anchored answers. Also: `fact_cid` is per-replica (signed_at differs across responders even for byte-identical upstream pixels); cross-replica join key is the tuple (cell, band, tslot). /v1/recall_polygon emits one independently signed receipt per cell under `by_cell.<cell>.receipt`, `merged_facts[]` is convenience flattening and is NOT covered by an aggregate signature.'
      properties:
        cells:
          items:
            $ref: '#/components/schemas/Cell64'
          type: array
        cost:
          $ref: '#/components/schemas/Cost'
        fact_cids:
          items:
            $ref: '#/components/schemas/FactCid'
          type: array
        intent:
          description: Optional natural-language hint. Populated when served via /v1/intent.
          type: string
        merkle_proof:
          description: 'Inclusion proof for `fact_cids[0]` when persisted. Omitted from JSON when the cited facts pre-date the proof tree; under preimage_version 2 that absence is itself signed (an explicit ABSENT marker), so it is a statement rather than a gap. Do not strip this field: v2 binds it into the signature and removing it makes an authentic receipt report `signature_valid: false`.'
          properties:
            leaf_index:
              description: u32 leaf index in the canonical-sorted batch.
              type: integer
            path:
              description: Sibling hashes leaf→root.
              items:
                description: 32-byte sibling hash as a byte array
                items:
                  type: integer
                type: array
              type: array
            root:
              description: The expected 32-byte batch root as a byte array.
              items:
                type: integer
              type: array
            version:
              description: 'Merkle hashing rule: 0 (omitted) = legacy unprefixed, 1 = RFC 6962-style prefixed.'
              type: integer
          required:
          - leaf_index
          - path
          - root
          type: object
        primitive:
          description: 'Namespaced wire form: `emem.recall`, `emem.find_similar`, `emem.verify`, …'
          type: string
        registry_cid:
          description: CID of the function registry version in force.
          type: string
        request_id:
          description: ULID generated per request.
          type: string
        responder:
          $ref: '#/components/schemas/PubKey'
        responder_key_epoch:
          description: u32 rotation counter; bumps when the operator rotates keys.
          type: integer
        responder_pubkey_b32:
          $ref: '#/components/schemas/PubKey'
        schema_cid:
          description: CID of the active CDDL profile.
          type: string
        served_at:
          description: ISO 8601 UTC, second precision.
          type: string
        signature:
          description: Ed25519 signature, 64 bytes base32-nopad-lowercase encoded.
          type: string
        source_versions:
          additionalProperties:
            type: string
          description: Per-source freshness map.
          type: object
      required:
      - request_id
      - served_at
      - primitive
      - cells
      - fact_cids
      - schema_cid
      - responder
      - responder_key_epoch
      - responder_pubkey_b32
      - signature
      - registry_cid
      type: object